Controller design with constraint on control input and output for T-S fuzzy systems with nonlinear local model

M. J. Koopaee, V. J. Majd
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引用次数: 7

Abstract

In this paper, a recently proposed fuzzy controller with nonlinear local models is extended to consider the constraint control input and output. Unlike the well-known Takagi-Sugeno fuzzy systems this model consists of sector bounded nonlinear terms in consequent part of each rules which decrease the number of needed rules for representing the nonlinear system. As a direct result of this reduction, a fuzzy controller with less computational burden can be designed. The control input and the output constraint criteria for such a system are obtained in terms of LMIs and the effectiveness of the controller is investigated for an inverted pendulum.
具有非线性局部模型的T-S模糊系统控制输入和输出约束的控制器设计
本文将最近提出的一种具有非线性局部模型的模糊控制器推广到考虑约束控制输入和输出。与著名的Takagi-Sugeno模糊系统不同,该模型在每个规则的后续部分由扇形有界非线性项组成,从而减少了表示非线性系统所需的规则数量。这种简化的直接结果是可以设计出计算量较小的模糊控制器。给出了该系统的控制输入约束准则和输出约束准则,并以倒立摆为对象研究了该控制器的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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